It depends on what kind of setting you're looking for, but I recommend taking a look at North Brother Island in New York for inspiration.
It was a smallpox quarantine hospital in the 1800s (home to "Typhoid Mary", who infected dozens), and the abandoned ruins are still there -- untouched for...